snn: Stabilized Nearest Neighbor Classifier

Implement K-nearest neighbor classifier, weighted nearest neighbor classifier, bagged nearest neighbor classifier, optimal weighted nearest neighbor classifier and stabilized nearest neighbor classifier, and perform model selection via 5 fold cross-validation for them. This package also provides functions for computing the classification error and classification instability of a classification procedure.

Package details

AuthorWei Sun, Xingye Qiao, and Guang Cheng
MaintainerWei Sun <[email protected]>
LicenseGPL-3
Version1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("snn")

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snn documentation built on May 1, 2019, 7:05 p.m.